IEEE Trans Cybern. 2017 Feb;47(2):511-523. doi: 10.1109/TCYB.2016.2519939. Epub 2016 Mar 15.
In this paper, an energy-efficient strategy is proposed for tracking a moving target in an environment with obstacles, using a network of mobile sensors. Typically, the most dominant sources of energy consumption in a mobile sensor network are sensing, communication, and movement. The proposed algorithm first divides the field into a grid of sufficiently small cells. The grid is then represented by a graph whose edges are properly weighted to reflect the energy consumption of sensors. The proposed technique searches for near-optimal locations for the sensors in different time instants to route information from the target to destination, using a shortest path algorithm. Simulations confirm the efficacy of the proposed algorithm.
本文提出了一种在有障碍物的环境中使用移动传感器网络跟踪移动目标的节能策略。通常,移动传感器网络中能量消耗的最主要来源是感知、通信和移动。所提出的算法首先将场划分为足够小的网格。然后,网格由一个图表示,其边被适当加权以反映传感器的能量消耗。所提出的技术使用最短路径算法搜索传感器在不同时间点的近似最优位置,以将信息从目标路由到目的地。仿真证实了所提出算法的有效性。